What are the hardware requirements for WebDancer 32B?

WebDancer 32B requires approximately 65.8 GB of VRAM and supports a context window of 40K tokens. Quantized variants may run on less VRAM; see the Quantized Models section on this page.

Who developed WebDancer 32B and how large is it?

WebDancer 32B is developed by Alibaba-NLP, a model with 32b parameters. The model is published as open weights on Hugging Face and indexed on LLM Explorer with full benchmark history.

Where can I download or evaluate WebDancer 32B?

WebDancer 32B is hosted on Hugging Face and linked from this page. LLM Explorer also lists quantized variants and similar alternatives if available.

WebDancer 32B by Alibaba-NLP — VRAM 65.8GB, 40K context

Name: WebDancer 32B
Author: Alibaba-NLP

WebDancer 32B is an open-source language model by Alibaba-NLP. Features: 32b LLM, VRAM: 65.8GB, Context: 40K, License: mit, LLM Explorer Score: 0.19.

Arxiv:2505.22648 Base model:finetune:qwen/qwq-3... Base model:qwen/qwq-32b Conversational Endpoints compatible Qwen2 Region:us Safetensors Sharded Tensorflow

Model Card on HF 🤗: https://huggingface.co/Alibaba-NLP/WebDancer-32B

WebDancer 32B Parameters and Internals

LLM Name	WebDancer 32B
Repository 🤗	https://huggingface.co/Alibaba-NLP/WebDancer-32B
Base Model(s)	QwQ 32B Qwen/QwQ-32B
Model Size	32b
Required VRAM	65.8 GB
Updated	2026-08-02
Maintainer	Alibaba-NLP
Model Type	qwen2
Model Files	4.9 GB: 1-of-14 4.9 GB: 2-of-14 4.9 GB: 3-of-14 4.9 GB: 4-of-14 4.9 GB: 5-of-14 4.9 GB: 6-of-14 4.9 GB: 7-of-14 4.9 GB: 8-of-14 4.9 GB: 9-of-14 4.9 GB: 10-of-14 4.9 GB: 11-of-14 4.9 GB: 12-of-14 4.9 GB: 13-of-14 2.1 GB: 14-of-14
Model Architecture	Qwen2ForCausalLM
License	mit
Context Length	40960
Model Max Length	40960
Transformers Version	4.51.3
Tokenizer Class	Qwen2Tokenizer
Padding Token	<\|endoftext\|>
Vocabulary Size	152064
Torch Data Type	bfloat16
Errors	replace

Rank the WebDancer 32B capabilities

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Instruction Following and Task Automation
Factuality and Completeness of Knowledge
Censorship and Alignment
Data Analysis and Insight Generation
Text Generation
Text Summarization and Feature Extraction
Code Generation
Multi-Language Support and Translation

Best Alternatives to WebDancer 32B

Best Alternatives	Context / RAM	Downloads	Likes
Openbuddy Qwq 32B V24.2 200K	195K / 65.8 GB	9	3
Openbuddy Qwq 32B V24.1 200K	195K / 65.8 GB	10	3
Openbuddy Qwq 32B V25.2q 200K	195K / 65.8 GB	1	4
...y Qwen2.5coder 32B V24.1q 200K	195K / 65.8 GB	9	2
DeepSeek R1 Distill Qwen 32B	128K / 65.7 GB	841633	1584
Qwen2.5 32B	128K / 65.5 GB	49206	180
RomboUltima 32B	128K / 20.7 GB	12	6
...wen2.5 32B Inst BaseMerge TIES	128K / 65.8 GB	42	17
Ultiima 32B	128K / 65.8 GB	11	7
...wen2.5 32B Inst BaseMerge TIES	128K / 65.8 GB	13	4

Note: green Score (e.g. "73.2") means that the model is better than Alibaba-NLP/WebDancer-32B.